E
E.A. Garcia
Researcher at Stevens Institute of Technology
Publications - 2
Citations - 8995
E.A. Garcia is an academic researcher from Stevens Institute of Technology. The author has contributed to research in topics: Data security & Statistical classification. The author has an hindex of 2, co-authored 2 publications receiving 7255 citations.
Papers
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Journal ArticleDOI
Learning from Imbalanced Data
Haibo He,E.A. Garcia +1 more
TL;DR: A critical review of the nature of the problem, the state-of-the-art technologies, and the current assessment metrics used to evaluate learning performance under the imbalanced learning scenario is provided.
Proceedings ArticleDOI
ADASYN: Adaptive synthetic sampling approach for imbalanced learning
TL;DR: Simulation analyses on several machine learning data sets show the effectiveness of the ADASYN sampling approach across five evaluation metrics.